app.py

import torch
from transformers import pipeline
import gradio as gr

device = 0 if torch.cuda.is_available() else -1
pipe = pipeline("text-generation", model="harishchaurasia/gpt2-lyrics-model-fine-tuned", device=device)

def generate_lyrics(prompt, max_tokens, temperature):
    result = pipe(prompt, max_new_tokens=max_tokens, temperature=temperature)
    return result[0]["generated_text"]

iface = gr.Interface(
    fn=generate_lyrics,
    inputs=[
        gr.Textbox(label="Enter a lyric prompt", placeholder="e.g., I feel the music..."),
        gr.Slider(10, 200, value=50, label="Max Tokens"),
        gr.Slider(0.1, 1.5, value=1.0, label="Temperature")
    ],
    outputs=gr.Textbox(label="Generated Lyrics"),
    title="🎵 GPT-2 Lyrics Generator",
    description="Fine-tuned on 400K+ lyrics. Give it a prompt and get some musical magic!"
)

if __name__ == "__main__":
    iface.launch()